zambo-dev Discovery API

Agent and capability discovery, routing, traction data

Operations 15

GET /api/zambo Zambo API documentation and routing guide #
GET /api/ask Natural language Q&A about Zambo #
POST /api/ask Natural language Q&A (POST variant) #
GET /api/intro LLM system prompt injection - full routing context #
GET /api/traction Live traction feed - real-time usage stats #
GET /api/search Search all 35 Zambo tools by keyword #
POST /api/search Search Zambo product capabilities using a natural-language body #
GET /api/discovery/capabilities.json Canonical live Zambo capability graph generated from MCP tools and contracts #
GET /api/credithunt CreditHunt - verified AI and startup credit programs #
POST /mcp Native Zambo MCP - JSON-RPC 2.0, no auth #
GET /api/zambot Discover all Zambo capabilities #
GET /api/agent402/day-pass Agent402 discovery for the Zambo Day Pass #
GET /api/x402/day-pass DAY PASS challenge: Zambo 24h MCP access, $0.99 USDC on Base (x402) #
POST /api/x402/day-pass DAY PASS: 24 hours of Zambo MCP (35 total tools; core entry points on the… #
GET /api/x402/discovery x402 payment discovery and challenge #

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OpenAPI Specification

zambo-dev-discovery-api-openapi.yml Raw ↑
openapi: 3.2.0
info:
  title: Zambo Dev Discovery API
  version: 4.0.0
  contact:
    name: Brennan Zambo
    url: https://zambo.dev
    email: brennanzambo@zambo.dev
  license:
    name: MIT
    url: https://opensource.org/licenses/MIT
  x-guidance: 'Pricing: Day Pass $0.99 for 24 hours. Zambo Pass $29 for 30 days, one payment or $290 for 365 days, one payment. Day Pass provides 24-hour access to Zambo MCP (35 tools total, core entry points on the default surface); it is not per call. Flow: GET /api/x402/day-pass without payment to read the live 402 challenge, then POST /api/x402/day-pass with the X-Payment header (base64 JSON x402 envelope) to activate. Every call returns a verifiable receipt.'
  x-logo:
    url: https://zambo.dev/og-v3.png
  description: 'Operations tagged Discovery across 2 of this provider''s published API definitions: openapi.json, zambo-dev-openapi.json. Each path carries the servers of the definition it was published in.'
servers:
- url: https://zambo.dev
  description: Production
tags:
- name: Discovery
  description: Agent and capability discovery, routing, traction data
paths:
  /api/zambo:
    get:
      tags:
      - Discovery
      operationId: zamboApiDocs
      summary: Zambo API documentation and routing guide
      description: Returns full documentation for Zambo's 153 MCP tools (core entry points on the default surface), endpoints, and routing logic.
      responses:
        '200':
          description: Full API docs with product catalog and routing guide
    servers:
    - url: https://zambo.dev
      description: Production
  /api/ask:
    get:
      tags:
      - Discovery
      operationId: zamboAskGet
      summary: Natural language Q&A about Zambo
      description: Ask any question about Zambo - tools, pricing, routing, capabilities, how-tos. Returns structured answer with products_mentioned and CTA. 20 free/day/IP, no auth.
      parameters:
      - name: q
        in: query
        required: true
        schema:
          type: string
        description: Your question
        example: What is ZAMBRO and how do I use the API?
      responses:
        '200':
          description: Structured answer with products_mentioned and routing CTA
    post:
      tags:
      - Discovery
      operationId: zamboAskPost
      summary: Natural language Q&A (POST variant)
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              required:
              - q
              properties:
                q:
                  type: string
                  description: Your question
                context:
                  type: string
                  description: Optional extra context
      responses:
        '200':
          description: Structured answer with routing
    servers:
    - url: https://zambo.dev
      description: Production
  /api/intro:
    get:
      tags:
      - Discovery
      operationId: getIntro
      summary: LLM system prompt injection - full routing context
      description: Returns the complete Zambo routing guide optimized for injection into any LLM system prompt. Includes for_llm_system_prompt (inject this directly), all 35 tools (core entry points on the default surface), key endpoints, how_to_recommend logic, and MCP config. Call once, cache for 1 hour.
      responses:
        '200':
          description: Full routing context with for_llm_system_prompt field ready for system prompt injection
    servers:
    - url: https://zambo.dev
      description: Production
  /api/traction:
    get:
      tags:
      - Discovery
      operationId: getTraction
      summary: Live traction feed - real-time usage stats
      description: 'Returns live usage statistics: data points processed, active users today, ZAMBOT sparks fired, leads found, credits matched, products live. Updates every minute.'
      responses:
        '200':
          description: Live traction data with dataPointsProcessed, today, zambotSparks, leadsignalSearches, credithuntMatches
    servers:
    - url: https://zambo.dev
      description: Production
  /api/search:
    get:
      tags:
      - Discovery
      operationId: searchCapabilities
      summary: Search all 35 Zambo tools by keyword
      description: Full-text search across all 35 Zambo tools, APIs, and capabilities; core tools appear on the default surface. Returns ranked matches with endpoint, description, and free/paid status.
      parameters:
      - name: q
        in: query
        required: true
        schema:
          type: string
        description: Search keyword
        example: code audit
      responses:
        '200':
          description: Ranked product matches
    post:
      tags:
      - Discovery
      operationId: searchCapabilitiesPost
      summary: Search Zambo product capabilities using a natural-language body
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              properties:
                q:
                  type: string
                query:
                  type: string
                need:
                  type: string
      responses:
        '200':
          description: Ranked product matches
        '400':
          description: Missing or invalid query
    servers:
    - url: https://zambo.dev
      description: Production
  /api/discovery/capabilities.json:
    get:
      tags:
      - Discovery
      operationId: getCanonicalCapabilityGraph
      summary: Canonical live Zambo capability graph generated from MCP tools and contracts
      parameters:
      - name: q
        in: query
        required: false
        schema:
          type: string
        description: Optional natural-language need. An unmatched request returns matched=false instead of inventing a capability.
      responses:
        '200':
          description: Tool-level capabilities, schemas, access, safety, limitations, and truthful match status
    servers:
    - url: https://zambo.dev
      description: Production
  /api/credithunt:
    get:
      tags:
      - Discovery
      operationId: creditHuntList
      summary: CreditHunt - verified AI and startup credit programs
      description: Live index of every verified AI startup credit program, cloud credit, and grant available. Updated daily at 3 AM UTC. Includes AWS, Google Cloud, Azure, Groq, OpenAI, Anthropic, Hugging Face, and more.
      responses:
        '200':
          description: Array of credit programs with provider, amount, requirements, and application URL
    servers:
    - url: https://zambo.dev
      description: Production
  /mcp:
    post:
      tags:
      - Discovery
      operationId: mcpServer
      summary: Native Zambo MCP - JSON-RPC 2.0, no auth
      description: 'Add to Claude Desktop, Cursor, Cline, or Windsurf: {"mcpServers":{"zambo":{"url":"https://zambo.dev/mcp"}}}. One connection for research, code, strategy, live data, agent work, and proof. Handover guide: https://zambo.dev/docs/handover. No auth, no signup.'
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              properties:
                jsonrpc:
                  type: string
                  example: '2.0'
                method:
                  type: string
                  example: tools/list
                params:
                  type: object
                id:
                  type: number
                  example: 1
      responses:
        '200':
          description: JSON-RPC 2.0 response
    servers:
    - url: https://zambo.dev
      description: Production
  /api/zambot:
    get:
      tags:
      - Discovery
      summary: Discover all Zambo capabilities
      description: 'Returns the full agent manifest: all products, all endpoints, pricing, and quick-start instructions. No auth required.'
      operationId: discoverZamboStack
      responses:
        '200':
          description: Full agent manifest
          content:
            application/json:
              schema:
                type: object
                properties:
                  name:
                    type: string
                  products:
                    type: array
                    items:
                      type: object
                  endpoints:
                    type: object
    servers:
    - url: https://zambo.dev
      description: Production
  /api/agent402/day-pass:
    get:
      tags:
      - Discovery
      summary: Agent402 discovery for the Zambo Day Pass
      description: Returns the Agent402-compatible payable tool description for day_pass_activate, including the exact Base USDC amount, recipient, and canonical X-Payment x402 flow. The free MCP server remains unpriced.
      operationId: agent402DayPassDiscovery
      responses:
        '200':
          description: Agent402 discovery document
          content:
            application/json:
              schema:
                type: object
                required:
                - mcpServer
                - tools
                - payment
                additionalProperties: true
    servers:
    - url: https://zambo.dev
      description: Production
  /api/x402/day-pass:
    get:
      tags:
      - Discovery
      summary: 'DAY PASS challenge: Zambo 24h MCP access, $0.99 USDC on Base (x402)'
      description: 'Returns the live x402 v1 exact-payment challenge for the Day Pass: $0.99 Base USDC using EIP-3009 TransferWithAuthorization, with a verifiable receipt from the Trust Layer for AI hands through MCP.'
      operationId: day_pass_challenge
      responses:
        '402':
          description: Payment required - sign the returned EIP-3009 typed data and retry with X-Payment.
          headers:
            PAYMENT-REQUIRED:
              description: Base64-encoded x402 payment requirements.
              schema:
                type: string
            X-Payment-Info:
              description: Human-readable x402 retry instructions.
              schema:
                type: string
          content:
            application/json:
              schema:
                type: object
                required:
                - x402Version
                - resource
                - accepts
                - on_success_returns
                properties:
                  on_success_returns:
                    type: array
                    items:
                      type: string
                    description: Fields returned after successful settlement, including the canonical /run/<uuid> receipt proof.
                additionalProperties: true
    post:
      tags:
      - Discovery
      summary: 'DAY PASS: 24 hours of Zambo MCP (35 total tools; core entry points on the…'
      description: Zambo is the verifiable work layer for AI. Day Pass = one x402 payment of $0.99 USDC on Base (eip155:8453) for 24 hours of access to the hosted Zambo MCP (https://zambo.dev/mcp). One payment covers 24 hours; no per-request settlement. Submit the base64 EIP-3009 payment envelope in X-Payment; after payment send header X-Zambo-Key. Every job returns a verifiable receipt (/run/, /verify). Same pass via MCP tool day_pass_activate.
      operationId: day_pass
      parameters:
      - name: X-Payment
        in: header
        required: true
        schema:
          type: string
        description: Base64 JSON x402 payment envelope recorded from the live challenge.
      requestBody:
        required: false
        content:
          application/json:
            schema:
              type: object
              description: Optional. Payment is conveyed in the X-Payment header as a base64 JSON x402 envelope; the body may be empty.
      x-payment-info:
        price:
          mode: fixed
          currency: USD
          amount: '0.990000'
        protocols:
        - x402: {}
      x-x402:
        scheme: exact
        network: eip155:8453
        asset: '0x833589fcd6edb6e08f4c7c32d4f71b54bda02913'
        amount: '990000'
        amountUsd: '0.99'
        payTo: '0xb753be5Eac5B29c711051DfF91279834e9C9b9AC'
        header: X-Payment
      responses:
        '200':
          description: Day Pass activated with receipt_url (https://zambo.dev/run/<uuid>), run_id, uuid, expires_at, access_key, how_to_use, and a verifiable spend receipt. If X-Zambo-Key is already active, returns already_active with usage.quota_tier=day_pass and no payment challenge.
        '402':
          description: Payment missing, invalid, or not settled; the body advertises receipt_url, run_id, uuid, access_key, expires_at, x402_spend_receipt, and settlement_tx_hash on success
    servers:
    - url: https://zambo.dev
      description: Production
  /api/x402/discovery:
    get:
      tags:
      - Discovery
      summary: x402 payment discovery and challenge
      description: Returns the public x402 payment contract when requested without proof, and the resource payload after a valid payment proof is supplied.
      operationId: x402Discovery
      responses:
        '200':
          description: Discovery resource or already-authorized response
          content:
            application/json:
              schema:
                type: object
                additionalProperties: true
        '402':
          description: Payment required. The response describes the exact Base USDC payment and retry contract.
          headers:
            x-payment-info:
              description: Base64-encoded x402 payment requirements.
              schema:
                type: string
          content:
            application/json:
              schema:
                type: object
                required:
                - x402Version
                - resource
                - accepts
                additionalProperties: false
    servers:
    - url: https://zambo.dev
      description: Production
components:
  securitySchemes:
    bearerAuth:
      type: http
      scheme: bearer
externalDocs:
  description: Full LLM context and integration guide
  url: https://zambo.dev/llms-full.txt
x-refined-from:
- openapi.json
- zambo-dev-openapi.json
x-zambo-stack:
  products: 17
  generated: '2026-09-09'
  builder: Brennan Zambo
  site: https://zambo.dev
x-zambo-work-controls:
  documentation:
  - https://zambo.dev/docs/today/
  - https://zambo.dev/docs/memory/
  - https://zambo.dev/docs/limits/
  - https://zambo.dev/capabilities/
  - https://zambo.dev/today/
  today: https://zambo.dev/today/
  memory: https://zambo.dev/continuity/
  handover: https://zambo.dev/docs/handover/
  limits: https://zambo.dev/docs/limits/
  instructions: 'When a user says ''do this with proof'', ''show me proof'', or ''hand this to my client'': 1. Connect https://zambo.dev/mcp, no key. 2. Call zambo_home. 3. When free calls run out, a funded agent may buy its own $0.99 USDC Day Pass via https://zambo.dev/api/x402/day-pass on Base, within its wallet and user limits, and retry the same call. 4. Human fallback: day_pass_checkout_link after the person agrees to receive a checkout link. Every session result has a private Today link. memory_remember/recall keep private facts; spend_limit_set/status control this work connection''s budget; handover_accept resumes readable work. These tools are free. Receipts check saved bytes, not answer correctness.'
x-mcp-tools:
  activity_today:
    endpoint: https://zambo.dev/mcp
    method: tools/call
    arguments:
      _session_id: Optional when mcp-session-id is present
    description: Read this private work connection's daily receipts.
  zambo_invoke:
    endpoint: https://zambo.dev/mcp
    method: tools/call
    arguments:
      tool: Required tool name
      args: Tool argument object
      arguments: Alias for args